VisionBackbone

quantrs2_ml::computer_vision

Enum VisionBackbone 

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pub enum VisionBackbone {
    QuantumCNN {
        conv_layers: Vec<ConvolutionalConfig>,
        pooling_type: PoolingType,
    },
    QuantumViT {
        patch_size: usize,
        embed_dim: usize,
        num_heads: usize,
        depth: usize,
    },
    HybridBackbone {
        cnn_layers: usize,
        transformer_layers: usize,
    },
    QuantumResNet {
        blocks: Vec<ResidualBlock>,
        skip_connections: bool,
    },
    QuantumEfficientNet {
        width_coefficient: f64,
        depth_coefficient: f64,
    },
}
Expand description

Vision backbone architectures

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QuantumCNN

Quantum Convolutional Neural Network

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§conv_layers: Vec<ConvolutionalConfig>
§pooling_type: PoolingType
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QuantumViT

Vision Transformer with quantum attention

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§patch_size: usize
§embed_dim: usize
§num_heads: usize
§depth: usize
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HybridBackbone

Hybrid CNN-Transformer

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§cnn_layers: usize
§transformer_layers: usize
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QuantumResNet

Quantum ResNet

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§blocks: Vec<ResidualBlock>
§skip_connections: bool
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QuantumEfficientNet

Quantum EfficientNet

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§width_coefficient: f64
§depth_coefficient: f64

Trait Implementations§

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impl Clone for VisionBackbone

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fn clone(&self) -> VisionBackbone

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for VisionBackbone

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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